I have some news to share! @datadoghq is forming a new AI research lab, and I'm excited to announce that I've joined as Chief Scientist to lead this effort. Datadog has a great work culture, lots of data and compute, and is committed to open science and open sourcing. Our team is working on ambitious research areas grounded in real-world challenges in cloud observability and security, with three current areas of focus: 1. Observability Foundation Models for forecasting, anomaly detection, and multi-modal telemetry analysis (logs, metrics, traces, etc.). 2. Site Reliability Engineering (SRE) Agents to detect, diagnose, and resolve production incidents. 3. Production Code Repair Agents that leverage code, logs, and runtime data to identify and fix performance issues. On a personal note, I'm thrilled to work with Oli and Alexis again (we worked together in the early aughts before they co-founded Datadog). I’m also excited that Datadog, as part of its expansion in AI, is partnering with CMU (note: I will continue to work part-time at CMU and maintain my research activities). Datadog is actively hiring out of our NYC office!